diff --git a/bob/bio/base/pipelines/vanilla_biometrics/__init__.py b/bob/bio/base/pipelines/vanilla_biometrics/__init__.py
index 40b552d2711475e928595fdd8876b41179a6fee6..5f6a882001b489ec6708465963389bf0d2e32380 100644
--- a/bob/bio/base/pipelines/vanilla_biometrics/__init__.py
+++ b/bob/bio/base/pipelines/vanilla_biometrics/__init__.py
@@ -1,11 +1,6 @@
-# see https://docs.python.org/3/library/pkgutil.html
-from pkgutil import extend_path
-
 from .pipelines import VanillaBiometricsPipeline
 from .biometric_algorithms import Distance
 from .score_writers import FourColumnsScoreWriter, CSVScoreWriter
 from .wrappers import BioAlgorithmCheckpointWrapper, BioAlgorithmDaskWrapper, dask_vanilla_biometrics
 
-from .legacy import BioAlgorithmLegacy, DatabaseConnector
-
-__path__ = extend_path(__path__, __name__)
+from .legacy import BioAlgorithmLegacy, DatabaseConnector
\ No newline at end of file
diff --git a/bob/bio/base/test/test_transformers.py b/bob/bio/base/test/test_transformers.py
index 658f448ba840c1fdc1a75b635d3797f18cd18728..ed8575b8b68682c9ba4b73189b09e59dcff4026a 100644
--- a/bob/bio/base/test/test_transformers.py
+++ b/bob/bio/base/test/test_transformers.py
@@ -19,7 +19,7 @@ from bob.bio.base.wrappers import (
     wrap_preprocessor,
     wrap_extractor,
     wrap_algorithm,
-    wrap_transform_bob,
+    wrap_bob_legacy,
 )
 from sklearn.pipeline import make_pipeline
 
@@ -263,13 +263,13 @@ def test_wrap_bob_pipeline():
         with tempfile.TemporaryDirectory() as dir_name:
 
             pipeline = make_pipeline(
-                wrap_transform_bob(
+                wrap_bob_legacy(
                     FakePreprocesor(),
                     dir_name,
                     transform_extra_arguments=(("annotations", "annotations"),),
                 ),
-                wrap_transform_bob(FakeExtractor(), dir_name,),
-                wrap_transform_bob(FakeAlgorithm(), dir_name),
+                wrap_bob_legacy(FakeExtractor(), dir_name,),
+                wrap_bob_legacy(FakeAlgorithm(), dir_name),
             )
             oracle = [7.0, 7.0, 7.0, 7.0]
             training_samples = generate_samples(n_subjects=2, n_samples_per_subject=2)
diff --git a/bob/bio/base/test/test_vanilla_biometrics.py b/bob/bio/base/test/test_vanilla_biometrics.py
index d36ae1659e0d06202edcf09a1018c6066601a055..2a85d33442826288b461b8b2a6f521c510d5846d 100644
--- a/bob/bio/base/test/test_vanilla_biometrics.py
+++ b/bob/bio/base/test/test_vanilla_biometrics.py
@@ -7,7 +7,7 @@ import os
 import numpy as np
 import tempfile
 from sklearn.pipeline import make_pipeline
-from bob.bio.base.wrappers import wrap_transform_bob
+from bob.bio.base.wrappers import wrap_bob_legacy
 from bob.bio.base.test.test_transformers import FakePreprocesor, FakeExtractor, FakeAlgorithm
 from bob.bio.base.pipelines.vanilla_biometrics import (
     Distance,
@@ -96,25 +96,25 @@ class DummyDatabase:
 
 def _make_transformer(dir_name):
     pipeline = make_pipeline(
-        wrap_transform_bob(
+        wrap_bob_legacy(
             FakePreprocesor(),
             dir_name,
             transform_extra_arguments=(("annotations", "annotations"),),
         ),
-        wrap_transform_bob(FakeExtractor(), dir_name,)
+        wrap_bob_legacy(FakeExtractor(), dir_name,)
     )
 
     return pipeline
 
 def _make_transformer_with_algorithm(dir_name):
     pipeline = make_pipeline(
-        wrap_transform_bob(
+        wrap_bob_legacy(
             FakePreprocesor(),
             dir_name,
             transform_extra_arguments=(("annotations", "annotations"),),
         ),
-        wrap_transform_bob(FakeExtractor(), dir_name),
-        wrap_transform_bob(FakeAlgorithm(), dir_name)
+        wrap_bob_legacy(FakeExtractor(), dir_name),
+        wrap_bob_legacy(FakeAlgorithm(), dir_name)
     )
 
     return pipeline
diff --git a/bob/bio/base/wrappers.py b/bob/bio/base/wrappers.py
index cee892007d424f08f46519bd41b5a36b929f46cf..dc2ef7d82176b28fd98c60f02a44e80adb4a3d6a 100644
--- a/bob/bio/base/wrappers.py
+++ b/bob/bio/base/wrappers.py
@@ -13,7 +13,7 @@ import bob.pipelines as mario
 import os
 
 
-def wrap_transform_bob(
+def wrap_bob_legacy(
     bob_object,
     dir_name,
     fit_extra_arguments=(("y", "subject"),),